Overview
Brought to you by YData
Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 1028487 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 9158 |
| Duplicate rows (%) | 0.9% |
| Total size in memory | 86.3 MiB |
| Average record size in memory | 88.0 B |
Variable types
| Numeric | 10 |
|---|
| Dataset has 9158 (0.9%) duplicate rows | Duplicates |
Depth (m) is highly overall correlated with u0 (kPa) and 2 other fields | High correlation |
Fr (%) is highly overall correlated with Qtn (-) and 2 other fields | High correlation |
Qtn (-) is highly overall correlated with Fr (%) and 2 other fields | High correlation |
Rf (%) is highly overall correlated with Fr (%) and 1 other fields | High correlation |
fs (kPa) is highly overall correlated with Qtn (-) and 1 other fields | High correlation |
qc (MPa) is highly overall correlated with Fr (%) and 3 other fields | High correlation |
u0 (kPa) is highly overall correlated with Depth (m) and 2 other fields | High correlation |
σ',v (kPa) is highly overall correlated with Depth (m) and 2 other fields | High correlation |
σ,v (kPa) is highly overall correlated with Depth (m) and 2 other fields | High correlation |
Rf (%) is highly skewed (γ1 = 464.7144979) | Skewed |
Fr (%) is highly skewed (γ1 = 264.9607272) | Skewed |
Rf (%) has 11801 (1.1%) zeros | Zeros |
u0 (kPa) has 31650 (3.1%) zeros | Zeros |
Fr (%) has 11683 (1.1%) zeros | Zeros |
Oberhollenzer_classes has 78436 (7.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-12 02:50:56.068362 |
|---|---|
| Analysis finished | 2024-11-12 02:53:19.786997 |
| Duration | 2 minutes and 23.72 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
Depth (m)
Real number (ℝ)
High correlation 
| Distinct | 7553 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.226225 |
| Minimum | 0.01 |
|---|---|
| Maximum | 75.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 1.07 |
| Q1 | 5.32 |
| median | 11.06 |
| Q3 | 18.07 |
| 95-th percentile | 34.74 |
| Maximum | 75.92 |
| Range | 75.91 |
| Interquartile range (IQR) | 12.75 |
Descriptive statistics
| Standard deviation | 10.565445 |
|---|---|
| Coefficient of variation (CV) | 0.79882543 |
| Kurtosis | 2.8156587 |
| Mean | 13.226225 |
| Median Absolute Deviation (MAD) | 6.25 |
| Skewness | 1.430253 |
| Sum | 13603000 |
| Variance | 111.62862 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.27 | 488 | < 0.1% |
| 3.23 | 488 | < 0.1% |
| 3.24 | 488 | < 0.1% |
| 2.22 | 488 | < 0.1% |
| 2.24 | 488 | < 0.1% |
| 2.2 | 488 | < 0.1% |
| 2.29 | 488 | < 0.1% |
| 2.28 | 488 | < 0.1% |
| 2.14 | 488 | < 0.1% |
| 2.17 | 488 | < 0.1% |
| Other values (7543) | 1023607 |
| Value | Count | Frequency (%) |
| 0.01 | 461 | |
| 0.02 | 467 | |
| 0.03 | 472 | |
| 0.04 | 476 | |
| 0.05 | 479 | |
| 0.06 | 480 | |
| 0.07 | 481 | |
| 0.08 | 482 | |
| 0.09 | 481 | |
| 0.1 | 477 |
| Value | Count | Frequency (%) |
| 75.92 | 1 | |
| 75.91 | 1 | |
| 75.9 | 1 | |
| 75.89 | 1 | |
| 75.88 | 1 | |
| 75.87 | 1 | |
| 75.86 | 1 | |
| 75.85 | 1 | |
| 75.84 | 1 | |
| 75.83 | 1 |
qc (MPa)
Real number (ℝ)
High correlation 
| Distinct | 7190 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3297195 |
| Minimum | -1.37 |
|---|---|
| Maximum | 101.73 |
| Zeros | 4667 |
| Zeros (%) | 0.5% |
| Negative | 4279 |
| Negative (%) | 0.4% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | -1.37 |
|---|---|
| 5-th percentile | 0.31 |
| Q1 | 0.96 |
| median | 2.3 |
| Q3 | 5.98 |
| 95-th percentile | 21.51 |
| Maximum | 101.73 |
| Range | 103.1 |
| Interquartile range (IQR) | 5.02 |
Descriptive statistics
| Standard deviation | 8.3905404 |
|---|---|
| Coefficient of variation (CV) | 1.574293 |
| Kurtosis | 16.271306 |
| Mean | 5.3297195 |
| Median Absolute Deviation (MAD) | 1.68 |
| Skewness | 3.5921414 |
| Sum | 5481547.2 |
| Variance | 70.401168 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4667 | 0.5% |
| 0.92 | 4446 | 0.4% |
| 0.94 | 4201 | 0.4% |
| 0.91 | 4134 | 0.4% |
| 0.93 | 4063 | 0.4% |
| 0.9 | 4041 | 0.4% |
| 0.95 | 3971 | 0.4% |
| 0.85 | 3943 | 0.4% |
| 1 | 3906 | 0.4% |
| 0.97 | 3893 | 0.4% |
| Other values (7180) | 987222 |
| Value | Count | Frequency (%) |
| -1.37 | 5 | < 0.1% |
| -0.2 | 1 | < 0.1% |
| -0.19 | 14 | < 0.1% |
| -0.18 | 32 | < 0.1% |
| -0.17 | 14 | < 0.1% |
| -0.16 | 8 | < 0.1% |
| -0.15 | 12 | < 0.1% |
| -0.14 | 10 | < 0.1% |
| -0.13 | 73 | |
| -0.12 | 97 |
| Value | Count | Frequency (%) |
| 101.73 | 1 | |
| 101.1 | 1 | |
| 101.02 | 1 | |
| 97.08 | 1 | |
| 95.84 | 1 | |
| 95.51 | 1 | |
| 95.2 | 1 | |
| 94.94 | 1 | |
| 94.89 | 1 | |
| 94.78 | 1 |
fs (kPa)
Real number (ℝ)
High correlation 
| Distinct | 10296 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.605697 |
| Minimum | -99.9 |
|---|---|
| Maximum | 1591.4 |
| Zeros | 8576 |
| Zeros (%) | 0.8% |
| Negative | 8794 |
| Negative (%) | 0.9% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | -99.9 |
|---|---|
| 5-th percentile | 4.6 |
| Q1 | 16.2 |
| median | 32.5 |
| Q3 | 66 |
| 95-th percentile | 175.8 |
| Maximum | 1591.4 |
| Range | 1691.3 |
| Interquartile range (IQR) | 49.8 |
Descriptive statistics
| Standard deviation | 70.295035 |
|---|---|
| Coefficient of variation (CV) | 1.2873205 |
| Kurtosis | 24.72372 |
| Mean | 54.605697 |
| Median Absolute Deviation (MAD) | 20.1 |
| Skewness | 3.9766361 |
| Sum | 56161250 |
| Variance | 4941.3919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8576 | 0.8% |
| 15.9 | 2286 | 0.2% |
| 11 | 2281 | 0.2% |
| 14.3 | 2243 | 0.2% |
| 10.9 | 2196 | 0.2% |
| 12.1 | 2194 | 0.2% |
| 12.4 | 2188 | 0.2% |
| 12.6 | 2187 | 0.2% |
| 13.2 | 2164 | 0.2% |
| 14.8 | 2164 | 0.2% |
| Other values (10286) | 1000008 |
| Value | Count | Frequency (%) |
| -99.9 | 1 | |
| -99.8 | 1 | |
| -99.7 | 1 | |
| -98.7 | 1 | |
| -98.4 | 2 | |
| -98.1 | 1 | |
| -98 | 1 | |
| -97.7 | 1 | |
| -97.4 | 1 | |
| -97.3 | 1 |
| Value | Count | Frequency (%) |
| 1591.4 | 1 | < 0.1% |
| 1474 | 1 | < 0.1% |
| 1389.6 | 1 | < 0.1% |
| 1191.2 | 2 | |
| 1160.7 | 1 | < 0.1% |
| 1154.8 | 2 | |
| 1150.5 | 2 | |
| 1118.5 | 3 | |
| 1109.7 | 2 | |
| 1098.7 | 2 |
Rf (%)
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 6749 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3947058 |
| Minimum | -100 |
|---|---|
| Maximum | 22000 |
| Zeros | 11801 |
| Zeros (%) | 1.1% |
| Negative | 11823 |
| Negative (%) | 1.1% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 0.19 |
| Q1 | 0.69 |
| median | 1.37 |
| Q3 | 2.48 |
| 95-th percentile | 6.57 |
| Maximum | 22000 |
| Range | 22100 |
| Interquartile range (IQR) | 1.79 |
Descriptive statistics
| Standard deviation | 35.100875 |
|---|---|
| Coefficient of variation (CV) | 14.657698 |
| Kurtosis | 258076.02 |
| Mean | 2.3947058 |
| Median Absolute Deviation (MAD) | 0.81 |
| Skewness | 464.7145 |
| Sum | 2462923.8 |
| Variance | 1232.0714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11801 | 1.1% |
| 0.4 | 4556 | 0.4% |
| 0.36 | 4543 | 0.4% |
| 0.39 | 4526 | 0.4% |
| 0.41 | 4455 | 0.4% |
| 0.34 | 4445 | 0.4% |
| 0.37 | 4438 | 0.4% |
| 0.33 | 4401 | 0.4% |
| 0.42 | 4373 | 0.4% |
| 0.35 | 4368 | 0.4% |
| Other values (6739) | 976581 |
| Value | Count | Frequency (%) |
| -100 | 10 | |
| -98.95 | 1 | < 0.1% |
| -98.82 | 1 | < 0.1% |
| -98.77 | 1 | < 0.1% |
| -98.66 | 1 | < 0.1% |
| -98.55 | 1 | < 0.1% |
| -97.66 | 1 | < 0.1% |
| -97.3 | 10 | |
| -97.17 | 1 | < 0.1% |
| -97.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22000 | 1 | |
| 19333.33 | 1 | |
| 12200 | 1 | |
| 8900 | 1 | |
| 3906.58 | 1 | |
| 3284.09 | 1 | |
| 3009.87 | 1 | |
| 2822.63 | 1 | |
| 2425.93 | 1 | |
| 2400 | 2 |
σ,v (kPa)
Real number (ℝ)
High correlation 
| Distinct | 8356 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 251.29829 |
| Minimum | 0.19 |
|---|---|
| Maximum | 1442.48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | 0.19 |
|---|---|
| 5-th percentile | 20.33 |
| Q1 | 101.08 |
| median | 210.14 |
| Q3 | 343.33 |
| 95-th percentile | 660.06 |
| Maximum | 1442.48 |
| Range | 1442.29 |
| Interquartile range (IQR) | 242.25 |
Descriptive statistics
| Standard deviation | 200.74348 |
|---|---|
| Coefficient of variation (CV) | 0.79882547 |
| Kurtosis | 2.8156558 |
| Mean | 251.29829 |
| Median Absolute Deviation (MAD) | 118.75 |
| Skewness | 1.4302526 |
| Sum | 2.5845703 × 108 |
| Variance | 40297.944 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 61.37 | 488 | < 0.1% |
| 61.56 | 488 | < 0.1% |
| 60.42 | 488 | < 0.1% |
| 60.8 | 488 | < 0.1% |
| 40.47 | 488 | < 0.1% |
| 60.04 | 488 | < 0.1% |
| 60.61 | 488 | < 0.1% |
| 62.32 | 488 | < 0.1% |
| 59.85 | 488 | < 0.1% |
| 63.65 | 488 | < 0.1% |
| Other values (8346) | 1023607 |
| Value | Count | Frequency (%) |
| 0.19 | 461 | |
| 0.38 | 467 | |
| 0.57 | 472 | |
| 0.76 | 476 | |
| 0.95 | 479 | |
| 1.14 | 480 | |
| 1.33 | 481 | |
| 1.52 | 482 | |
| 1.71 | 481 | |
| 1.9 | 477 |
| Value | Count | Frequency (%) |
| 1442.48 | 1 | |
| 1442.29 | 1 | |
| 1442.1 | 1 | |
| 1441.91 | 1 | |
| 1441.72 | 1 | |
| 1441.53 | 1 | |
| 1441.34 | 1 | |
| 1441.15 | 1 | |
| 1440.96 | 1 | |
| 1440.77 | 1 |
u0 (kPa)
Real number (ℝ)
High correlation  Zeros 
| Distinct | 8378 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.63838 |
| Minimum | 0 |
|---|---|
| Maximum | 744.78 |
| Zeros | 31650 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.12 |
| Q1 | 45.71 |
| median | 101.14 |
| Q3 | 170.11 |
| 95-th percentile | 330.89 |
| Maximum | 744.78 |
| Range | 744.78 |
| Interquartile range (IQR) | 124.4 |
Descriptive statistics
| Standard deviation | 103.13878 |
|---|---|
| Coefficient of variation (CV) | 0.84099926 |
| Kurtosis | 3.0591775 |
| Mean | 122.63838 |
| Median Absolute Deviation (MAD) | 60.72 |
| Skewness | 1.4734031 |
| Sum | 1.2613198 × 108 |
| Variance | 10637.609 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31650 | 3.1% |
| 7.55 | 489 | < 0.1% |
| 7.36 | 488 | < 0.1% |
| 12.26 | 488 | < 0.1% |
| 7.75 | 488 | < 0.1% |
| 12.36 | 488 | < 0.1% |
| 3.73 | 488 | < 0.1% |
| 7.65 | 488 | < 0.1% |
| 12.46 | 488 | < 0.1% |
| 29.14 | 487 | < 0.1% |
| Other values (8368) | 992445 |
| Value | Count | Frequency (%) |
| 0 | 31650 | |
| 0.1 | 466 | < 0.1% |
| 0.2 | 471 | < 0.1% |
| 0.29 | 475 | < 0.1% |
| 0.39 | 478 | < 0.1% |
| 0.49 | 481 | < 0.1% |
| 0.59 | 483 | < 0.1% |
| 0.69 | 484 | < 0.1% |
| 0.78 | 484 | < 0.1% |
| 0.88 | 483 | < 0.1% |
| Value | Count | Frequency (%) |
| 744.78 | 1 | |
| 744.68 | 1 | |
| 744.58 | 1 | |
| 744.48 | 1 | |
| 744.38 | 1 | |
| 744.28 | 1 | |
| 744.19 | 1 | |
| 744.09 | 1 | |
| 743.99 | 1 | |
| 743.89 | 1 |
σ',v (kPa)
Real number (ℝ)
High correlation 
| Distinct | 43101 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128.66001 |
| Minimum | 0.09 |
|---|---|
| Maximum | 697.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | 0.09 |
|---|---|
| 5-th percentile | 11.12 |
| Q1 | 54.13 |
| median | 108.9 |
| Q3 | 174.7 |
| 95-th percentile | 330.2 |
| Maximum | 697.7 |
| Range | 697.61 |
| Interquartile range (IQR) | 120.57 |
Descriptive statistics
| Standard deviation | 99.581525 |
|---|---|
| Coefficient of variation (CV) | 0.77398974 |
| Kurtosis | 2.3720283 |
| Mean | 128.66001 |
| Median Absolute Deviation (MAD) | 59.3 |
| Skewness | 1.3359932 |
| Sum | 1.3232514 × 108 |
| Variance | 9916.48 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.4 | 482 | < 0.1% |
| 5.7 | 482 | < 0.1% |
| 16.91 | 482 | < 0.1% |
| 11.21 | 481 | < 0.1% |
| 8.55 | 481 | < 0.1% |
| 5.51 | 481 | < 0.1% |
| 14.06 | 481 | < 0.1% |
| 8.36 | 479 | < 0.1% |
| 2.85 | 478 | < 0.1% |
| 19.76 | 477 | < 0.1% |
| Other values (43091) | 1023683 |
| Value | Count | Frequency (%) |
| 0.09 | 355 | |
| 0.18 | 360 | |
| 0.19 | 106 | < 0.1% |
| 0.28 | 364 | |
| 0.37 | 367 | |
| 0.38 | 107 | < 0.1% |
| 0.46 | 370 | |
| 0.55 | 372 | |
| 0.57 | 108 | < 0.1% |
| 0.64 | 373 |
| Value | Count | Frequency (%) |
| 697.7 | 1 | |
| 697.61 | 1 | |
| 697.52 | 1 | |
| 697.43 | 1 | |
| 697.34 | 1 | |
| 697.25 | 1 | |
| 697.15 | 1 | |
| 697.06 | 1 | |
| 696.97 | 1 | |
| 696.88 | 1 |
Qtn (-)
Real number (ℝ)
High correlation 
| Distinct | 58724 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.936159 |
| Minimum | -127.57 |
|---|---|
| Maximum | 1001 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 13556 |
| Negative (%) | 1.3% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | -127.57 |
|---|---|
| 5-th percentile | 1.69 |
| Q1 | 5.19 |
| median | 22.47 |
| Q3 | 60.56 |
| 95-th percentile | 289.56 |
| Maximum | 1001 |
| Range | 1128.57 |
| Interquartile range (IQR) | 55.37 |
Descriptive statistics
| Standard deviation | 118.64492 |
|---|---|
| Coefficient of variation (CV) | 1.885163 |
| Kurtosis | 19.483707 |
| Mean | 62.936159 |
| Median Absolute Deviation (MAD) | 19.19 |
| Skewness | 3.9490944 |
| Sum | 64729021 |
| Variance | 14076.616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1001 | 1961 | 0.2% |
| 1.98 | 959 | 0.1% |
| 1.97 | 956 | 0.1% |
| 1.91 | 948 | 0.1% |
| 1.99 | 943 | 0.1% |
| 2.03 | 933 | 0.1% |
| 1.89 | 917 | 0.1% |
| 1.88 | 917 | 0.1% |
| 1.9 | 913 | 0.1% |
| 2.04 | 898 | 0.1% |
| Other values (58714) | 1018142 |
| Value | Count | Frequency (%) |
| -127.57 | 1 | |
| -84.77 | 1 | |
| -80.78 | 1 | |
| -76.06 | 1 | |
| -68.47 | 1 | |
| -58.36 | 1 | |
| -55.14 | 1 | |
| -53.94 | 1 | |
| -53.21 | 1 | |
| -52.48 | 1 |
| Value | Count | Frequency (%) |
| 1001 | 1961 | |
| 999.79 | 2 | < 0.1% |
| 999.51 | 1 | < 0.1% |
| 999.48 | 1 | < 0.1% |
| 999.27 | 1 | < 0.1% |
| 999.09 | 1 | < 0.1% |
| 999.03 | 1 | < 0.1% |
| 998.99 | 1 | < 0.1% |
| 998.87 | 1 | < 0.1% |
| 998.81 | 1 | < 0.1% |
Fr (%)
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 10389 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5622795 |
| Minimum | -100 |
|---|---|
| Maximum | 33166.67 |
| Zeros | 11683 |
| Zeros (%) | 1.1% |
| Negative | 14264 |
| Negative (%) | 1.4% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 0.19 |
| Q1 | 0.75 |
| median | 1.68 |
| Q3 | 3.34 |
| 95-th percentile | 8.41 |
| Maximum | 33166.67 |
| Range | 33266.67 |
| Interquartile range (IQR) | 2.59 |
Descriptive statistics
| Standard deviation | 81.371941 |
|---|---|
| Coefficient of variation (CV) | 22.842661 |
| Kurtosis | 85744.035 |
| Mean | 3.5622795 |
| Median Absolute Deviation (MAD) | 1.13 |
| Skewness | 264.96073 |
| Sum | 3663758.1 |
| Variance | 6621.3927 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11683 | 1.1% |
| 0.37 | 4445 | 0.4% |
| 0.33 | 4281 | 0.4% |
| 0.36 | 4272 | 0.4% |
| 0.38 | 4183 | 0.4% |
| 0.34 | 4177 | 0.4% |
| 0.4 | 4100 | 0.4% |
| 0.35 | 4083 | 0.4% |
| 0.39 | 4074 | 0.4% |
| 0.43 | 4072 | 0.4% |
| Other values (10379) | 979117 |
| Value | Count | Frequency (%) |
| -100 | 2 | |
| -99.95 | 1 | |
| -99.48 | 1 | |
| -99.34 | 1 | |
| -99.28 | 1 | |
| -99.26 | 1 | |
| -99.04 | 1 | |
| -98.96 | 1 | |
| -98.84 | 1 | |
| -98.83 | 1 |
| Value | Count | Frequency (%) |
| 33166.67 | 1 | |
| 31777.78 | 1 | |
| 27500 | 1 | |
| 26000 | 1 | |
| 20260.87 | 1 | |
| 18000 | 1 | |
| 17162.79 | 1 | |
| 16400 | 1 | |
| 14113.21 | 1 | |
| 13777.78 | 1 |
Oberhollenzer_classes
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0545257 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 78436 |
| Zeros (%) | 7.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.2756955 |
|---|---|
| Coefficient of variation (CV) | 0.56127293 |
| Kurtosis | -1.2471513 |
| Mean | 4.0545257 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.33405877 |
| Sum | 4170027 |
| Variance | 5.1787902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 208247 | |
| 2 | 192904 | |
| 6 | 180407 | |
| 7 | 163684 | |
| 1 | 99211 | |
| 4 | 98749 | |
| 0 | 78436 | 7.6% |
| 3 | 6849 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 78436 | 7.6% |
| 1 | 99211 | |
| 2 | 192904 | |
| 3 | 6849 | 0.7% |
| 4 | 98749 | |
| 5 | 208247 | |
| 6 | 180407 | |
| 7 | 163684 |
| Value | Count | Frequency (%) |
| 7 | 163684 | |
| 6 | 180407 | |
| 5 | 208247 | |
| 4 | 98749 | |
| 3 | 6849 | 0.7% |
| 2 | 192904 | |
| 1 | 99211 | |
| 0 | 78436 | 7.6% |
Interactions
Correlations
| Depth (m) | Fr (%) | Oberhollenzer_classes | Qtn (-) | Rf (%) | fs (kPa) | qc (MPa) | u0 (kPa) | σ',v (kPa) | σ,v (kPa) | |
|---|---|---|---|---|---|---|---|---|---|---|
| Depth (m) | 1.000 | 0.072 | 0.264 | -0.461 | -0.048 | -0.000 | 0.055 | 0.983 | 0.986 | 1.000 |
| Fr (%) | 0.072 | 1.000 | 0.260 | -0.549 | 0.944 | 0.091 | -0.624 | 0.079 | 0.065 | 0.072 |
| Oberhollenzer_classes | 0.264 | 0.260 | 1.000 | -0.386 | 0.187 | -0.203 | -0.295 | 0.251 | 0.267 | 0.264 |
| Qtn (-) | -0.461 | -0.549 | -0.386 | 1.000 | -0.417 | 0.553 | 0.818 | -0.451 | -0.457 | -0.461 |
| Rf (%) | -0.048 | 0.944 | 0.187 | -0.417 | 1.000 | 0.204 | -0.547 | -0.039 | -0.055 | -0.048 |
| fs (kPa) | -0.000 | 0.091 | -0.203 | 0.553 | 0.204 | 1.000 | 0.639 | -0.007 | 0.006 | -0.000 |
| qc (MPa) | 0.055 | -0.624 | -0.295 | 0.818 | -0.547 | 0.639 | 1.000 | 0.043 | 0.064 | 0.055 |
| u0 (kPa) | 0.983 | 0.079 | 0.251 | -0.451 | -0.039 | -0.007 | 0.043 | 1.000 | 0.940 | 0.983 |
| σ',v (kPa) | 0.986 | 0.065 | 0.267 | -0.457 | -0.055 | 0.006 | 0.064 | 0.940 | 1.000 | 0.986 |
| σ,v (kPa) | 1.000 | 0.072 | 0.264 | -0.461 | -0.048 | -0.000 | 0.055 | 0.983 | 0.986 | 1.000 |
Missing values
Sample
| Depth (m) | qc (MPa) | fs (kPa) | Rf (%) | σ,v (kPa) | u0 (kPa) | σ',v (kPa) | Qtn (-) | Fr (%) | Oberhollenzer_classes | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1486510 | 0.01 | 0.00 | 0.00 | 0.00 | 0.19 | 0.10 | 0.09 | -27.09 | 0.00 | 4.0 |
| 1486511 | 0.02 | 0.00 | 0.00 | 0.00 | 0.38 | 0.20 | 0.18 | -14.58 | 0.00 | 4.0 |
| 1486512 | 0.03 | 0.00 | 0.00 | 0.00 | 0.57 | 0.29 | 0.28 | -10.41 | 0.00 | 4.0 |
| 1486513 | 0.04 | 0.00 | 0.00 | 0.00 | 0.76 | 0.39 | 0.37 | -8.32 | 0.00 | 4.0 |
| 1486514 | 0.05 | 0.00 | 0.00 | 0.00 | 0.95 | 0.49 | 0.46 | -7.07 | 0.00 | 4.0 |
| 1486515 | 0.06 | 0.00 | 0.00 | -0.01 | 1.14 | 0.59 | 0.55 | -6.24 | 0.00 | 4.0 |
| 1486516 | 0.07 | 0.00 | 0.00 | -0.01 | 1.33 | 0.69 | 0.64 | -5.64 | -0.01 | 4.0 |
| 1486517 | 0.08 | 0.00 | 0.00 | -0.01 | 1.52 | 0.78 | 0.74 | -5.20 | -0.01 | 4.0 |
| 1486518 | 0.09 | 0.00 | 0.00 | -0.01 | 1.71 | 0.88 | 0.83 | -4.85 | -0.01 | 4.0 |
| 1486519 | 0.10 | 0.00 | 0.00 | -0.02 | 1.90 | 0.98 | 0.92 | -4.57 | -0.01 | 4.0 |
| Depth (m) | qc (MPa) | fs (kPa) | Rf (%) | σ,v (kPa) | u0 (kPa) | σ',v (kPa) | Qtn (-) | Fr (%) | Oberhollenzer_classes | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2516969 | 9.77 | 44.17 | 79.90 | 0.22 | 185.63 | 71.32 | 114.31 | 409.96 | 0.22 | 1.0 |
| 2516970 | 9.78 | 44.37 | 105.50 | 0.14 | 185.82 | 71.42 | 114.40 | 427.65 | 0.14 | 1.0 |
| 2516971 | 9.79 | 46.08 | 0.00 | 0.08 | 186.01 | 71.51 | 114.50 | 440.75 | 0.08 | 1.0 |
| 2516972 | 9.80 | 47.79 | 0.00 | 0.00 | 186.20 | 71.61 | 114.59 | 413.80 | 0.00 | 1.0 |
| 2516973 | 9.81 | 48.94 | 0.00 | 0.00 | 186.39 | 71.71 | 114.68 | 423.67 | 0.00 | 1.0 |
| 2516974 | 9.82 | 49.59 | 0.00 | 0.00 | 186.58 | 71.81 | 114.77 | 431.22 | 0.00 | 1.0 |
| 2516975 | 9.83 | 50.51 | 0.00 | 0.00 | 186.77 | 71.91 | 114.86 | 446.31 | 0.00 | 1.0 |
| 2516976 | 9.84 | 54.25 | 0.00 | 0.00 | 186.96 | 72.01 | 114.95 | 461.36 | 0.00 | 1.0 |
| 2516977 | 9.85 | 54.91 | 0.00 | 0.00 | 187.15 | 72.10 | 115.05 | 473.50 | 0.00 | 1.0 |
| 2516978 | 9.86 | 54.83 | 0.00 | 0.00 | 187.34 | 72.20 | 115.14 | 474.78 | 0.00 | 1.0 |
Duplicate rows
Most frequently occurring
| Depth (m) | qc (MPa) | fs (kPa) | Rf (%) | σ,v (kPa) | u0 (kPa) | σ',v (kPa) | Qtn (-) | Fr (%) | Oberhollenzer_classes | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 0.01 | 0.34 | 0.00 | 0.00 | 0.19 | 0.10 | 0.09 | 1001.00 | 0.00 | 0.0 | 5 |
| 11 | 0.01 | 0.09 | 0.00 | 0.00 | 0.19 | 0.10 | 0.09 | 1001.00 | 0.00 | 0.0 | 4 |
| 13 | 0.01 | 0.12 | 0.00 | 0.00 | 0.19 | 0.10 | 0.09 | 1001.00 | 0.00 | 0.0 | 4 |
| 104 | 0.04 | 0.48 | 0.00 | 0.00 | 0.76 | 0.39 | 0.37 | 1001.00 | 0.00 | 0.0 | 4 |
| 0 | 0.01 | 0.00 | 0.00 | 0.00 | 0.19 | 0.10 | 0.09 | -44.50 | 0.00 | 0.0 | 3 |
| 5 | 0.01 | 0.00 | 0.00 | 0.00 | 0.19 | 0.10 | 0.09 | 6.64 | 0.00 | 0.0 | 3 |
| 19 | 0.01 | 0.23 | 0.00 | 0.00 | 0.19 | 0.10 | 0.09 | 1001.00 | 0.00 | 0.0 | 3 |
| 21 | 0.01 | 0.28 | 0.00 | 0.00 | 0.19 | 0.10 | 0.09 | 1001.00 | 0.00 | 0.0 | 3 |
| 39 | 0.01 | 0.63 | 0.00 | 0.00 | 0.19 | 0.10 | 0.09 | 1001.00 | 0.00 | 0.0 | 3 |
| 46 | 0.02 | 0.00 | 0.00 | 0.00 | 0.38 | 0.20 | 0.18 | 2.29 | 0.00 | 0.0 | 3 |